{"id":"W4317863087","doi":"10.46747/cfp.69018","title":"Training policy limits career exploration in family medicine","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; College of Family Physicians of Canada; Toronto East General Hospital","funders":"World Health Organization","keywords":"Curriculum; Medical education; Residency training; Medical school; Training (meteorology); Computer science; Medicine; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02671971,0.000389931,0.0006691301,0.002808196,0.008295121,0.009871426,0.004359262,0.005963796,0.05646714],"category_scores_gemma":[0.1008706,0.000591976,0.0007637838,0.002976989,0.003922726,0.003850293,0.006726834,0.006443467,0.00650127],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04584022,"about_ca_system_score_gemma":0.1162603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4351964,"about_ca_topic_score_gemma":0.7046772,"domain_scores_codex":[0.9655828,0.006283976,0.001245264,0.002696088,0.0132727,0.01091916],"domain_scores_gemma":[0.85564,0.05547673,0.009049777,0.00393654,0.01885182,0.05704516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004138736,0.0006581486,0.0625281,0.001077839,0.00007203626,0.000551896,0.008350429,0.00175077,0.002030946,0.1836571,0.4297169,0.3091921],"study_design_scores_gemma":[0.0001582288,0.000412007,0.1579887,0.006478864,0.00008719237,0.0007327595,0.01446176,0.001539634,0.0009340595,0.02571171,0.7913129,0.0001822596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09722893,0.006625236,0.004820146,0.5104128,0.003159558,0.0004488474,0.001726041,0.0004195122,0.375159],"genre_scores_gemma":[0.6970026,0.005300582,0.003670848,0.2308389,0.001887544,0.0005921093,0.0007665438,0.0002880904,0.05965291],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9541598,"threshold_uncertainty_score":0.8653265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792672405809222,"score_gpt":0.4302144431181266,"score_spread":0.1509472025372044,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}